{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Lithography Simulation with Python - Aberrations\n",
    "In this notebook we will focus on the optical aberrations when modelling the aerial image.\n",
    "\n",
    "## What are optical aberrations ?\n",
    "In absence of aberrations a spherical wave keeps is spherical shape during its propagation through an optical system.\n",
    "In reality no such system exists: there is always a perturbation of the wave front.\n",
    "Aberrations describe the perturbation of a wave front that is not accounted when using geometrical optics.\n",
    "There are two types of aberrations : the chromatic aberrations (that depends on the wavelength of the light) and the geometrical aberrations (that depend on the geometry of the optical system).\n",
    "\n",
    "The most simple observation of an aberration is the Airy disk: the image of a point even by a perfect optical system is not a point. The size of the Airy disk is proportional to the wavelength of illumination (when using geometrical optics we assume that the wavelength is zero, thus the image of a point is indeed a point.). There exist a wide range of optical aberrations: coma, spherical, tilt... Every single aberration accounts for a specific deviation of the wave front. Most of the time, multiple aberrations exist at the same time.\n",
    "\n",
    "## How aberrations are accounted for ?\n",
    "In aerial image simulation, and more generally in Fourier optics, the aberration are described at the pupil plane of the imaging lens. This is quite understandable in a way: the aberrations \"affect\" the wave front during its propagation through the lens. In the case of lithography this imaging lens is the projection lens. Again, this is already an approximation because the projection optical system is actually composed of more than 40 lens! \n",
    "\n",
    "An aberration is a deviation from the ideal wave front, so the mathematical description of aberrations should account for this deviation. The Zernike polynomials are a description of the wavefront independent from the optical system. They describe all the possible aberrations at the pupil plane of the projection lens. The Zernike polynomials can be expressed by an aberration function $W(f)$ expressed at the pupil plane of the projection lens (in frequency space). The transfer function for the pupil function is re-written :\n",
    "$$\n",
    "\\tilde{H}(f)=\\begin{cases} e^{ikW(f)} & \\text{if $|f|\\leqslant \\frac{\\text{NA}}{\\lambda}$} \\\\\n",
    "0 & \\text{otherwise} \n",
    "\\end{cases}\n",
    "$$\n",
    "The number of Zernike functions is actually infinite. The first functions correspond to the aberrations described by Seidel one century ago.\n",
    "### Defocus as an aberration\n",
    "The defocus corresponds to an offset between the plane of focus and the plane of best focus.\n",
    "In a real stepper, this corresponds to a vertical shift of the substrate relative to the plane of best focus.\n",
    "Defocus is actually not an aberration, because the operator choose to apply it or not, but its effect can be treated at such.\n",
    "For a vertical shift of $D$, the defocus aberration function is written:\n",
    "\n",
    "$$W(f)=D\\sqrt{1-f^2\\lambda^2}$$\n",
    "\n",
    "The defocus aberration affects the highest frequencies rather than the low frequencies."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Numerical implementation of defocus\n",
    "In this section we describe the implementation of the defocus aberration for the Abbe model.\n",
    "To illustrate the impact of the defocus aberration we will use a line/space pattern with a pitch of 1µm and a 1:1 ratio.\n",
    "The first steps are again to compute the mask transmission function and its corresponding Fourier Transform."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 305,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams.update({'font.size': 12})\n",
    "plt.rcParams.update({'font.weight': 'bold'})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Mask creation and spectrum computation\n",
    "We create a mask corresponding to an infine/line space with a pitch of 1µm and a 1:1 ratio.\n",
    "The mask is composed of 3 spaces and 3 lines and is centered on a space (transmission of 1).\n",
    "Remember that the Fourier Transform works with infinite signals, the way you define the mask is thus extremely important.\n",
    "Like almost everything in Physics, be careful for the boundary conditions!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 306,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def line_space_msk(line_size,n_rep,nx):\n",
    "    #Using Jupyter notebook the n_rep is set to float.\n",
    "    #this cast it back to int. I don't know why, feel free to help.\n",
    "    n_rep=int(n_rep)\n",
    "    #Define the spatial support\n",
    "    x_support=np.linspace(-line_size,line_size,nx)\n",
    "    # Define the mask, 1 for glass, 0 for chromium\n",
    "    # n_rep defines the mask repetition\n",
    "    mask=[1 if np.abs(x)<line_size/2 else 0 for x in x_support]*n_rep\n",
    "    # Update the support after mask multiplication\n",
    "    nx*=n_rep\n",
    "    x_support=np.linspace(-n_rep*line_size,n_rep*line_size,nx)\n",
    "    dx=line_size*2*n_rep/nx\n",
    "    return mask, x_support, dx, nx\n",
    "\n",
    "mask, x_support, dx, nx=line_space_msk(line_size=500.,n_rep=3.,nx=128)\n",
    "# Plot \n",
    "plt.title('Mask Transmission',fontweight='bold')\n",
    "plt.plot(x_support,mask,linewidth=2)\n",
    "plt.xlabel('x position [nm]',fontweight='bold')\n",
    "plt.ylabel('Mask transmission',fontweight='bold')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We compute the mask Fourier Transform with the numeric Fourier Transform.\n",
    "Remember that we could compute an analytic Fourier Transform here."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 307,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Computation of the mask TF and its frequency support\n",
    "mask_ft=np.fft.fftshift(np.fft.fft(mask))\n",
    "# Do not forget the pixel size d when creating the frequency support\n",
    "freq_support=np.fft.fftshift(np.fft.fftfreq(nx,d=dx))\n",
    "# Plotting section\n",
    "plt.title('Mask Fourier Transform',fontweight='bold')\n",
    "plt.plot(freq_support,np.abs(mask_ft),label='Numeric FT')\n",
    "plt.legend()\n",
    "plt.xlabel('Frequency [1/nm]',fontweight='bold')\n",
    "plt.ylabel('Mask spectrum',fontweight='bold')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Implementation of the defocus function\n",
    "The defocus function is implemented in the *compute_defocus* function below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 308,
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_defocus(defocus ,wavelength, freqx):\n",
    "    #Compute the wave vector for the current wavelength.\n",
    "    k = 2 * np.pi / wavelength\n",
    "    # Compute the defocus aberration function.\n",
    "    defocus_aberration=defocus * np.sqrt(1 - (wavelength * freqx) ** 2)\n",
    "    aberration_function = np.exp(1j * k * defocus_aberration)\n",
    "    return aberration_function"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The defocus aberration function is added during the computation of the aerial image with the Abbe model described in the previous notebook. The defocus aberration is directy computed when computing the pupil transfer function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 309,
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_abbe(sigma, NA, wavelength, defocus, mask_ft, frq):\n",
    "    # Define the effective source points of the circular source\n",
    "    source_points=[f for f in frq if np.abs(f)<=sigma*NA/wavelength]\n",
    "    # Initialisation of the aerial image as single precision\n",
    "    aerial_image=np.zeros_like(mask_ft,dtype='float32')\n",
    "    # Compute all source points contribution to the aerial image\n",
    "    for freq_src in source_points:\n",
    "        # Shift of the frequency support relative to the current source point frequency\n",
    "        freq_msk_shft = [(f - freq_src) for f in frq]\n",
    "        # Shifted transfer function of the projection lens with defocus aberration\n",
    "        pupil_shifted = [compute_defocus(defocus,wavelength,f)  if np.abs(f) <= NA/wavelength \n",
    "                         else 0 for f in freq_msk_shft]\n",
    "        # Compute the complete contribution \n",
    "        mask_lpf = np.multiply(mask_ft, pupil_shifted)\n",
    "        # Add the contribution of the current src point to the overall aerial image\n",
    "        aerial_image += np.abs(np.fft.ifft(mask_lpf)) ** 2\n",
    "    # Normalisation with number of source points\n",
    "    return aerial_image/len(source_points)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Impact of defocus on the aerial image.\n",
    "In this section we illustrate the impact of defocus on the mask defined previously.\n",
    "This mask has been chosen because a similar work has been done by C. Mack and is illustrated on the Figure below:\n",
    "<img src=\"img/focus_line_space.PNG\" width=\"500\" />\n",
    "\n",
    "Source:\n",
    "- [Mack, C. A. (1993). *Understanding focus effects in submicrometer optical lithography: a review.* Optical Engineering, 32(10), 2350-2363.](https://www.spiedigitallibrary.org/journals/optical-engineering/volume-32/issue-10/0000/Understanding-focus-effects-in-submicrometer-optical-lithography-a-review/10.1117/12.146837.short?SSO=1)\n",
    "\n",
    "Let's see if we can find the same result."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 310,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Figure creation\n",
    "fig,ax=plt.subplots(1,2,figsize=(12,4))\n",
    "#Loop over all defocus values\n",
    "for defocus in [0, 500, 1000]:\n",
    "    # Compute the aerial image at the given defocus.\n",
    "    int_profile=compute_abbe(sigma=0.5,NA=0.53,wavelength=365.,defocus=defocus,mask_ft=mask_ft,frq=freq_support)\n",
    "    # Plot the intensity profile on two subplots\n",
    "    ax[0].plot(x_support,int_profile,label=f'Defocus= {defocus}nm')\n",
    "    ax[1].plot(x_support,int_profile,label=f'Defocus= {defocus}nm')\n",
    "\n",
    "#Limit the x limits to match the article above.\n",
    "ax[1].set_xlim(-500.,500.)\n",
    "# Add axis decorators.\n",
    "for ax in ax:\n",
    "    ax.legend()\n",
    "    ax.set_ylabel('Relative Intensity [a.u]',fontweight='bold')\n",
    "    ax.set_xlabel('Horizontal position [nm]',fontweight='bold')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Our simulation results match the article. **The defocus in an even function.**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Bulk image computation with scaled defocus\n",
    "\n",
    "The defocus of the aerial image is not only something you can change by setting the stepper parameters.\n",
    "Defocus happens when the aerial image propagates into the resist thickness.\n",
    "In the previous Notebook, this effect has not been taken into account.\n",
    "\n",
    "Computing the bulk image while taking into account the defocus of the aerial image can be done using the scaled defocus algorithm. The defocus of the aerial image is scaled by the optical index of the resist during its propagation in the resist. This scaled defocus is expressed as follows :\n",
    "\n",
    "$$D_{sc}=\\frac{z}{n_{resist}}-D_{stepper}$$\n",
    "- $D_{stepper}$ is the defocus of the stepper (a setting)\n",
    "- $z$ is vertical position in the resist ($z=0$ is the resist surface)\n",
    "- $n_{resist}$ is the real part of the resist optical index.\n",
    "\n",
    "<font color=red>**In our convention a positive defocus means the aerial image is projected into the resist whereas a negative defocus means the aerial image is projected above the resist.**</font>\n",
    "\n",
    "The scaled defocus is an extension of the vectorial approach and is useful to work with the simple scalar diffraction theory. Be sure to check if your equipement/process is adequate and can be modeled using the scalar diffraction theory before using it.\n",
    "\n",
    "Source:\n",
    "- [Bernard, D. A. (1988). *Simulation of focus effects in photolithography*. IEEE Transactions on Semiconductor Manufacturing, 1(3), 85-97.](https://ieeexplore.ieee.org/abstract/document/4379/?casa_token=pw_oE3teu5oAAAAA:TSSsB1I7I3yllWrm93y2Cl62H78mOpPpsK7IOlDw908U4GafjtpB7rYDFSn0wI8dkVgnYrs6Frc)\n",
    "\n",
    "The bulk image was previously computed without the scaled defocus:\n",
    "$$ I(x,y,z,D_{stepper})=I(x,y,D_{stepper})e^{-\\alpha z}$$\n",
    "If the scaled defocus is used, the bulk image is written:\n",
    "$$ I(x,y,z,D_{stepper})=I\\left(x,y,D_{stepper}-\\frac{z}{n_{resist}}\\right)e^{-\\alpha z}$$\n",
    "\n",
    "From the two formulations we can already understand that the computation time for the scaled defocus will be longer.\n",
    "The scaled defocus require to compute as many aerial image as there are \"slices\" along the $z$ axis whereas the conventional approach only requires one aerial image to be computed.\n",
    "\n",
    "Both functions are implemented below:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 311,
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_expo(stepper_defocus,thickness,dz,alpha=0.0005):\n",
    "    #Compute the aerial image on top of the stack\n",
    "    aerial_image=compute_abbe(sigma=0.5,NA=0.53,wavelength=365.,\n",
    "                              defocus=stepper_defocus,mask_ft=mask_ft,\n",
    "                              frq=freq_support)\n",
    "    # Create a meshgrid corresponding to the resist coordinates in x and z direction\n",
    "    nz=int(thickness/dz)\n",
    "    z=np.linspace(0,thickness,nz)\n",
    "    X,Z=np.meshgrid(x_support,z)\n",
    "    # Bulk image computation without scaled defocus \n",
    "    aerial_image_no_defocus=np.stack([aerial_image for _ in range(nz)])\n",
    "    #Stack the aerial image on itself\n",
    "    bulk_ini=np.stack(aerial_image,0)\n",
    "    # Apply vertical absorption\n",
    "    bulk_img=bulk_ini*np.exp(-alpha*Z)\n",
    "    \n",
    "    return bulk_img\n",
    "\n",
    "def compute_expo_scaled_defocus(stepper_defocus,thickness,dz,alpha=0.0005):\n",
    "    #Compute the aerial image on top of the stack\n",
    "    aerial_image=compute_abbe(sigma=0.5,NA=0.53,wavelength=365.,\n",
    "                              defocus=stepper_defocus,mask_ft=mask_ft,\n",
    "                              frq=freq_support)\n",
    "    # Create a meshgrid corresponding to the resist coordinates in x and z direction\n",
    "    nz=int(thickness/dz)\n",
    "    z=np.linspace(0,thickness,nz)\n",
    "    X,Z=np.meshgrid(x_support,z)\n",
    "    # Optical index of the resist\n",
    "    n_resist=1.5+1j*0.023\n",
    "    #Compute all scaled z positions inside the resist thickness\n",
    "    #The first position is not zero because it is already computed in aerial_image\n",
    "    defocus_positions = np.arange(dz / np.real(n_resist)-stepper_defocus, \n",
    "                                  thickness / np.real(n_resist)-stepper_defocus,\n",
    "                                  dz / np.real(n_resist))\n",
    "    #Loop over all positions to compute the bulk image\n",
    "    for defocus in defocus_positions:\n",
    "        int_z=compute_abbe(sigma=0.7,NA=0.57,wavelength=365.,defocus=defocus,\n",
    "                           mask_ft=mask_ft,frq=freq_support)\n",
    "        aerial_image=np.vstack((aerial_image,int_z))\n",
    "    # Apply vertical absorption\n",
    "    bulk_img=aerial_image*np.exp(-alpha*Z)\n",
    "\n",
    "    return bulk_img, X, Z"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we compute the initial bulk image with both formulations to see the difference.\n",
    "We choose a defocus of 1000nm, meaning that the aerial image is projected into the photoresist film."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 312,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Set defocus\n",
    "stepper_defocus=1000\n",
    "# Set resist thickness in nm\n",
    "thickness=1200.\n",
    "# Set pixel size along z direction\n",
    "dz=50.\n",
    "#Compute bulk image without scaled defocus\n",
    "bulk_img_no_defocus=compute_expo(stepper_defocus,thickness,dz)\n",
    "#Compute bulk image with scaled defocus\n",
    "bulk_img_defocus,X, Z=compute_expo_scaled_defocus(stepper_defocus,thickness,dz)\n",
    "\n",
    "# Plotting section\n",
    "fig,ax=plt.subplots(2,1,figsize=(8,8))\n",
    "ax[0].imshow(bulk_img_no_defocus,extent = [np.min(x_support) , np.max(x_support), thickness ,0])\n",
    "ax[0].contour(X,Z,bulk_img_no_defocus,levels=[0.5],colors='r')\n",
    "ax[0].set_xlabel('x position [nm]',fontweight='bold')\n",
    "ax[0].set_ylabel('Depth z [nm]',fontweight='bold')\n",
    "ax[0].set_title(f'Bulk image without scaled defocus, D={stepper_defocus}nm',fontweight='bold')\n",
    "#With Scaled defocus\n",
    "ax[1].imshow(bulk_img_no_defocus,extent = [np.min(x_support) , np.max(x_support), thickness ,0])\n",
    "ax[1].contour(X,Z,bulk_img_defocus,levels=[0.5],colors='r')\n",
    "ax[1].set_xlabel('x position [nm]',fontweight='bold')\n",
    "ax[1].set_ylabel('Depth z  [nm]',fontweight='bold')\n",
    "ax[1].set_title(f'Bulk image with scaled defocus, D={stepper_defocus}nm',fontweight='bold')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The red contours on the images represent the boundary between the regions of the bulk image greater than 0.5 from the regions lower than 0.5. This helps in understanding the defocus effect.\n",
    "\n",
    "If the defocus is not taken into account (top image), the aerial image on top of the photoresist is computed with the correct defocus and only undergoes absorption as it propagates down. The intensity is quickly vanishing.\n",
    "\n",
    "On the other hand, with the scaled defocus, the aerial image contrast increases as it propagates down (because the aerial image is getting closer to its plane of best focus) in the photoresist which counterbalances the absorption effect. This result in higher light intensity in the photoresist film.\n",
    "\n",
    "Note that this effect works in the other way around. If the defocus is negative, let say -1000nm, the aerial image is projected above the photoresist. The first graph would look exactly the same. However, the intensity with the scaled defocus algorithm would vanish even faster. Indeed the defocus would increase as the aerial image propagates down. The loss in contrast due to this effect would add up to the absorption.\n",
    "\n",
    "I strongly recommend to try changing the defocus and see the effect by yourself."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exposition\n",
    "The function that computes the expostion does not change in comparison to the first Jupyter Notebook.\n",
    "The same Dill coefficients are used and the dose is set to 1700 J/m²."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 313,
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_exposition(bulk_ini,dose=1700.):\n",
    "    # Initialise latent image\n",
    "    lat_img=np.ones_like(bulk_ini)\n",
    "    # Instanciate resist parameters A in [1/nm], A in [1/nm] and C in [m²/J]\n",
    "    dill_a=0.00075\n",
    "    dill_b=0.00005\n",
    "    dill_c=0.0025\n",
    "    # Typical lamp power in W/m²\n",
    "    lamp_power=30000\n",
    "    # Exposure time in s\n",
    "    t_tot=dose/lamp_power\n",
    "    n_steps=50\n",
    "    # Discretize exposure time\n",
    "    time_step=t_tot/n_steps\n",
    "    #Copy the initial bulk image to start iteration\n",
    "    bulk_img=bulk_ini.copy()\n",
    "    # Loop to compute exposition\n",
    "    for n in range(n_steps):\n",
    "        # Latent image update\n",
    "        lat_img*=np.exp(-dill_c*bulk_img*time_step*lamp_power)\n",
    "        # Absorption coefficient update\n",
    "        alpha=dill_a*lat_img+dill_b\n",
    "        # Bulk image update\n",
    "        bulk_img=bulk_ini*np.exp(-alpha*Z)\n",
    "    \n",
    "    return lat_img,bulk_img"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Development\n",
    "\n",
    "### Mack development function\n",
    "The Mack development function is used again."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 314,
   "metadata": {},
   "outputs": [],
   "source": [
    "# This function computes the developement rate according to the 4 parameters model from Mack.\n",
    "def Mack_Developement_Rate(latent_img, m_th, r_min, r_max, n):\n",
    "    a_mack = (1 - m_th) ** n\n",
    "    a_mack *= (n + 1) / (n - 1)\n",
    "    dev_rate = (a_mack + 1) * (1 - latent_img) ** n\n",
    "    dev_rate /= a_mack + (1 - latent_img) ** n\n",
    "    dev_rate *= r_max\n",
    "    dev_rate += r_min\n",
    "    dev_rate = np.clip(dev_rate, r_min, r_max)\n",
    "    return dev_rate"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fast Marching \n",
    "The fast marching is used to correctly account for the 3D development of the resist."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 315,
   "metadata": {},
   "outputs": [],
   "source": [
    "import skfmm\n",
    "def compute_development(lat_img, dev_rate):\n",
    "    # Fast Marching require a negative frontier to compute travel time\n",
    "    # We add this frontier artifically (it will be removed later)\n",
    "    neg_layer = -1 * np.ones_like(lat_img[0, :])\n",
    "    lat_img = np.vstack((lat_img, neg_layer))\n",
    "    cur_dev_rate = np.vstack((neg_layer, dev_rate))\n",
    "    # Compute fast marching (! the algorithm flips the array along axis 0)\n",
    "    time_resist_fmm = skfmm.travel_time(lat_img, cur_dev_rate, dx=[dz, dx],periodic=[False,True])\n",
    "    # Remove artificial negative layer\n",
    "    time_resist_fmm=time_resist_fmm[1:,:]\n",
    "    # Flip array back to normal\n",
    "    time_resist_fmm=np.rot90(time_resist_fmm,k=2)\n",
    "    return time_resist_fmm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Resist profiles with and without Scaled Defocus"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Everything is set up and ready. We can now compute the exposition and the development of the photoresist and compare the results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 316,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x1152 with 3 Axes>"
      ]
     },
     "metadata": {
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     "output_type": "display_data"
    }
   ],
   "source": [
    "#Compute the final latent images with and without scaled defocus\n",
    "lat_img_no_defocus,_=compute_exposition(bulk_img_no_defocus)\n",
    "lat_img_defocus,_=compute_exposition(bulk_img_defocus)\n",
    "#Compute the dev rate functions with Mack model\n",
    "dev_rate_no_defocus=Mack_Developement_Rate(latent_img=lat_img_no_defocus, m_th=0.01, r_min=0.8, r_max=50, n=2)\n",
    "dev_rate_defocus=Mack_Developement_Rate(latent_img=lat_img_defocus, m_th=0.01, r_min=0.8, r_max=50, n=2)\n",
    "# Compute the resist development.\n",
    "time_no_defocus=compute_development(lat_img_no_defocus,dev_rate_no_defocus)\n",
    "time_defocus=compute_development(lat_img_defocus,dev_rate_defocus)\n",
    "# Plotting section\n",
    "fig,ax=plt.subplots(3,1,figsize=(12,16))\n",
    "ax[0].imshow(time_no_defocus,extent = [np.min(x_support) , np.max(x_support), thickness ,0])\n",
    "ax[0].contour(X,Z,time_no_defocus,levels=[30.],colors='r')\n",
    "ax[0].set_xlabel('x position [nm]',fontweight='bold')\n",
    "ax[0].set_ylabel('Depth z [nm]',fontweight='bold')\n",
    "ax[0].set_title(f'Resist profile without scaled defocus, D={stepper_defocus}nm',fontweight='bold')\n",
    "#With Scaled defocus\n",
    "ax[1].imshow(time_defocus,extent = [np.min(x_support) , np.max(x_support), thickness ,0])\n",
    "ax[1].contour(X,Z,time_defocus,levels=[30.],colors='r')\n",
    "ax[1].set_xlabel('x position [nm]',fontweight='bold')\n",
    "ax[1].set_ylabel('Depth z  [nm]',fontweight='bold')\n",
    "ax[1].set_title(f'Resist profile with scaled defocus, D={stepper_defocus}nm',fontweight='bold')\n",
    "# Both profiles on same graph\n",
    "ax[2].contour(X,Z,time_no_defocus,levels=[30.],colors='r')\n",
    "ax[2].contour(X,Z,time_defocus,levels=[30.],colors='b')\n",
    "ax[2].set_xlabel('x position [nm]',fontweight='bold')\n",
    "ax[2].set_ylabel('Depth z  [nm]',fontweight='bold')\n",
    "ax[2].text(-200, 250, 'No Defocus',color='r',weight='bold',size=15)\n",
    "ax[2].text(-275, 500, 'Scaled Defocus',color='b',weight='bold',size=15)\n",
    "ax[2].set_xlim(np.min(x_support) , np.max(x_support))\n",
    "ax[2].set_ylim(thickness ,0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can see that the impact of defocus cannot be ignored. \n",
    "\n",
    "We can see an interesting effect of using a negative defocus here.\n",
    "On the blue profile the resist is getting thinner around 1000nm. This is normal because this corresponds to the region where the aerial image is being projected, the light intensity is high there and drives the resist development."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Conclusion\n",
    "\n",
    "In this Notebook we have seen:\n",
    "\n",
    "- The implementation of optical aberrations when computing the aerial image.\n",
    "- The defocus has been implemented and its effect on the resist profile investigated.\n",
    "\n",
    "In the next Notebook we will adress:\n",
    "\n",
    "- Effect of standing waves and how to simulate them."
   ]
  },
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   "execution_count": 317,
   "metadata": {},
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